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Thermal fault detection of lithium-ion battery packs through an integrated physics and deep neural network based model
Battery packs develop faults over time, many ofwhich are difficult to detect early. For instance, cooling system blockages raises …
Mina Naguib
,
Junran Chen
,
Phillip Kollmeyer
,
Ali Emadi
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DOI
Battery state-of-health estimation using CNNs with transfer learning and multi-modal fusion of partial voltage profiles and histogram data
Accurate estimation of battery state of health (SOH) is critical for ensuring safe and reliable operation, enabling health-conscious …
Junran Chen
,
Phillip Kollmeyer
,
Ryan Ahmed
,
Ali Emadi
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Dataset
DOI
Driving-Aware Battery Thermal Management System in Electric Vehicles: Incorporating Cell Discharge Rate, Temperature, and Aging
This article presents a novel approach to battery thermal management control in electric vehicles (EVs), focusing on the establishment …
Maryam Alizadeh
,
Hao Wang
,
Junran Chen
,
Atriya Biswas
,
Ali Emadi
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